GitHub

artkpv/arithmetic-coding-steganography

A Python library for steganographic encoding and decoding using arithmetic coding to hide secret messages within LLM-generated text. The key insight is that by carefully selecting which tokens to ...
IEEE

Modified Decoding Metric Of Distributed Arithmetic Coding

Abstract: As an alternative implementation of Slepian-Wolf coding, distributed arithmetic coding is very competitive in short and medium block lengths. The existing distributed arithmetic coding ...
GitHub

PrarthanaSabari/Hybrid-Compression-Using-Arithmetic-Coding-and-Recurrent-Neural-Network

This project presents a hybrid lossless compression system that combines an LSTM-based Recurrent Neural Network (RNN) with Arithmetic Coding. Traditional algorithms like Shannon–Fano use static ...
IEEE

Arithmetic Coding and Decoding for 5‐Bit CNN Weights

Abstract: Convolutional neural networks (CNNs) have gained a huge attention for real‐world artificial intelligence (AI) applications such as image classification and object detection. On the other ...
Semiconductor Engineering

Arithmetic Intensity In Decoding: A Hardware-Efficient Perspective (Princeton University)

“LLM decoding is bottlenecked for large batches and long contexts by loading the key-value (KV) cache from high-bandwidth memory, which inflates per-token latency, while the sequential nature of ...